Accepted Papers
Oral Presentations
ID | Paper Title | Author Names | | Slide | Pitch | Citation |
|---|---|---|---|---|---|---|
| 4 | Model Cards for Model Reporting FAT Oral & Poster | Andrew Zaldivar, Margaret Mitchell, Simone Wu, Parker Barnes, Lucy Vasserman, Ben Hutchinson, Elena Spitzer, Timnit Gebru, Inioluwa Deborah Raji |  |  |  | Zaldivar, A. et al. (2018). Model Cards for Model Reporting [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Andrew_Zaldivar.pdf |
| 11 | Detecting higher order variable interactions: A spectral analysis approach Machine Learning Methods Oral & Poster | David Uminsky, Rosa Garza, Lillian González Albino, Sylvia Akueze Nwakanma, Stephen Devlin.Mario Banuelos | | | | Uminsky, D. et al. (2018). Detecting higher order variable interactions: A spectral analysis approach [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_David_Uminsky.pdf |
| 12 | CARER: Contextualized Affect Representations for Emotion Recognition Natural Language Processing Oral & Poster | Elvis Saravia | | | | Saravia, E. (2018). CARER: Contextualized Affect Representations for Emotion Recognition [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Elvis_Saravia.pdf |
| 14 | Detecting Neuropsychiatric Conditions With Semantic Verbal Fluency Natural Language Processing Oral & Poster | Felipe Soares Fagundes Paula, Rodrigo Wilkens, Marco Idiart, Aline Villavicencio | | | | Paula, F. S. F. et al. (2018). Detecting Neuropsychiatric Conditions With Semantic Verbal Fluency [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai2018120319 |
| 22 | Generating Videos by Traversing Image Manifolds Learned by GANs Machine Learning Methods Oral & Poster | Isabela Albuquerque, João Monteiro, Tiago Falk | | | | Albuquerque, I. et al. (2018). Generating Videos by Traversing Image Manifolds Learned by GANs [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai201812036 |
| 24 | Using Deep Convolutional Networks for the Automatic Recognition of MacroInvertebrate in Rivers and Affluents in Panama Machine Learning Applications Oral & Poster | Javier E. Sanchez-Galan, Carlos Quintero, Fernando Merchán, Aydeé Cornejo | | | | Sanchez-Galan, J. E. et al. (2018). Using Deep Convolutional Networks for the Automatic Recognition of MacroInvertebrate in Rivers and Affluents in Panama [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai201812037 |
| 27 | Support Fuzzy-Set Machines: From Kernels on Fuzzy Sets to Machine Learning Applications Machine Learning Methods Oral & Poster | Jorge Luis Guevara Diaz | | | | Guevara Diaz, J. L. (2018). Support Fuzzy-Set Machines: From Kernels on Fuzzy Sets to Machine Learning Applications [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai2018120324 |
| 37 | Predicting criminal behavior with Lévy flights using real data from Bogota Machine Learning Applications Oral & Poster | Mateo Dulce Rubio | | | | Dulce Rubio, M. (2018). Predicting criminal behavior with Lévy flights using real data from Bogota [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Mateo_Dulce.pdf |
| 38 | TAct: Optimal search through activation function space Machine Learning Methods Oral & Poster | Mario Banuelos, David Uminsky, Heyley Gatewood, Samuel Hood, Jonathan Scott | | | | Banuelos, M. et al. (2018). TAct: Optimal search through activation function space [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Mario_Banuelos.pdf |
| 43 | A Deep Learning Approach to Sign Language Recognition Using Stacked Sparse Autoencoders Machine Learning Applications Oral & Poster | Pablo Rivas | | | | Rivas, P. (2018). A Deep Learning Approach to Sign Language Recognition Using Stacked Sparse Autoencoders [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai2018120322 |
| 44 | Dopamine: A framework for flexible Reinforcement Learning research Machine Learning Methods Oral & Poster | Pablo Samuel Castro, Subhodeep Moitra, Carles Gelada, Saurabh Kumar, Marc G. Bellemare, Google Brain | | | | Castro, P. S. et al. (2018). Dopamine: A framework for flexible Reinforcement Learning research [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Pablo_Castro.pdf |
| 47 | Hover: A Wearable Object Identification System for Audio Augmented Reality Interactions Machine Learning Applications Oral & Poster | Pedro Colon-Hernandez, V. Michael Bove | | | | Colon-Hernandez, P. et al. (2018). Hover: A Wearable Object Identification System for Audio Augmented Reality Interactions [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai2018120313 |
| 51 | Real Non-Volume Preserving Voice Conversion Natural Language Processing Oral & Poster | Santiago Pascual, Joan Serra, Antonio Bonafonte | | | | Pascual, S. et al. (2018). Real Non-Volume Preserving Voice Conversion [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Santiago_Pascual.pdf |
| 53 | Singing Voice Detection using VGGish Embeddings Machine Learning Applications Oral & Poster | Shayenne da Luz Moura, Marcelo Queiroz | | | | Moura, S. L. et al. (2018). Singing Voice Detection using VGGish Embeddings [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Shayenne_Moura.pdf |
| 54 | Adversarial Attacks on Variational Autoencoders Machine Learning Methods Oral & Poster | Pedro Tabacof | | | | Tabacof, P. (2018). Adversarial Attacks on Variational Autoencoders [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai2018120315 |
| 55 | Topological Data Analysis to Identify Subgroups of Type-2 Diabetes Mellitus Machine Learning Applications Oral & Poster | Juan Ramon Vallarta Robledo, David Prieto-Merino | | | | Vallarta Robledo, J. R. et al. (2018). Topological Data Analysis to Identify Subgroups of Type-2 Diabetes Mellitus [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai2018120317 |
| 6 | Learning How to Plan for Multi-Step Manipulation in Collaborative Robotics Robotics Oral & Poster | Claudia Pérez D'Arpino, Julie A. Shah | | | | Pérez D'Arpino, C. et al. (2018). Learning How to Plan for Multi-Step Manipulation in Collaborative Robotics [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Claudia_Perez.pdf |
| 19 | An Evaluation Framework for Granger Matrix Extraction via Point Processes Machine Learning Methods Oral & Poster | Guilherme Resende Borges, Flavio Figueiredo, Pedro O. S. Vaz de Melo, Renato Assunção | | | | Resende Borges, G. et al. (2018). An Evaluation Framework for Granger Matrix Extraction via Point Processes [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. -- |
Poster Presentations
ID | Paper Title | Author Names | | Citation |
|---|---|---|---|---|
| 1 | 3D Medical Image Segmentation based on 3D Convolutional Neural Networks Machine Learning Methods Poster | Alejandra Márquez Herrera, Alex Jesús Cuadros Vargas | | Márquez Herrera, A. et al. (2018). 3D Medical Image Segmentation based on 3D Convolutional Neural Networks [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai201812031 |
| 2 | Semi-Supervised Classification of Nodes in Graphs via Anonymous Walks Embeddings Machine Learning Methods Poster | Alfredo Alejandro De la Fuente Briceño, Maxim Panov | | De la Fuente Briceño, A. A. et al. (2018). Semi-Supervised Classification of Nodes in Graphs via Anonymous Walks Embeddings [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Alfredo_Delafuente.pdf |
| 3 | Challenges in Automatic Meme Generation Using Deep Neural Networks Machine Learning Applications Poster | Albert Manuel Orozco Camacho, Ivan Vladimir Meza Ruiz | | Orozco Camacho, A. M. et al. (2018). Challenges in Automatic Meme Generation Using Deep Neural Networks [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai201812032 |
| 5 | Logical Rule Induction and Theory Learning Using Neural Theorem Proving Knowledge Representation and Reasoning Poster | Andres Campero, Aldo Pareja, Tim Klinger, Joshua Tenenbaum, Sebastian Riedel | | Campero, A. et al. (2018). Logical Rule Induction and Theory Learning Using Neural Theorem Proving [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Andres_Campero.pdf |
| 7 | Denoising Node Embeddings Machine Learning Methods Poster | Dehua Chen, Tiago Pimentel, Adriano Veloso, Nivio Ziviani | | Chen, D. et al. (2018). Denoising Node Embeddings [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai201812033 |
| 8 | Multi Domain and Multi Task Deep Reinforcement Learning for Continuous Control Machine Learning Methods Poster | David Camilo Alvarez Charris, Chenyang Zhao, Timothy Hospedales | | Alvarez Charris, D. C. et al. (2018). Multi Domain and Multi Task Deep Reinforcement Learning for Continuous Control [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_David_Alvarez.pdf |
| 9 | Formula 1 rankings prediction by Neural Networks Machine Learning Applications Poster | Diana Silvia Patiño Polar, Yván Jesús Túpac Valdivia | | Patiño Polar, D. S. et al. (2018). Formula 1 rankings prediction by Neural Networks [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai201812034 |
| 13 | Machine Learning in Legal Practice: Governance Models from Civil Discovery FAT Poster | Fernando Alonso Delgado | | Delgado, F. A. (2018). Machine Learning in Legal Practice: Governance Models from Civil Discovery [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Fernando_Delgado.pdf |
| 15 | Integration of Sensory Modalities for Advice in Human-Robot Scenarios Robotics Poster | Francisco Cruz | | Cruz, F. (2018). Integration of Sensory Modalities for Advice in Human-Robot Scenarios [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai2018120320 |
| 16 | Internal Knowledge Representation On Trainer Agents By Using Interactive Reinforcement Learning Robotics Poster | Francisco Cruz | | Cruz, F. (2018). Internal Knowledge Representation On Trainer Agents By Using Interactive Reinforcement Learning [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai2018120316 |
| 17 | Conditionally Interpretable Super Learner Machine Learning Methods Oral & Poster | Gilmer Valdes, Efstathios D Gennatas, Yannet Interian, Timothy D. Solberg, Mark Van der Laan | | Interian, Y. et al. (2018). Conditionally Interpretable Super Learner [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Yannet_Interian.pdf |
| 18 | Non-Synergistic VAE Machine Learning Applications Oral & Poster | Gonzalo Barrientos, Cristina Calnegru | | Barrientos, G. (2018). Non-Synergistic VAE [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Gonzalo_Barrientos.pdf |
| 21 | ChaLearn AutoML Challenges Machine Learning Methods Poster | Hugo Jair Escalante Balderas, Jorge G. Madrid, Eduardo Morales | | Escalante Bandera, H. J. et al. (2018). ChaLearn AutoML Challenges [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai201812035 |
| 23 | The Machine Learning role in High Energy Physics Machine Learning Methods Poster | Javier Andrés Orduz Ducuara | | Orduz Ducuara, J. A. (2018). The Machine Learning role in High Energy Physics [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai2018120321 |
| 26 | Time Series Segmentation through Automatic Feature Learning Machine Learning Applications Poster | Jorge Ortiz | | Ortiz, J. (2018). Time Series Segmentation through Automatic Feature Learning [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai201812038 |
| 28 | Towards AutoML in the presence of Drift Machine Learning Methods Oral & Poster | Jorge Gustavo Madrid Perez, Hugo Jair Escalante, Eduardo Morales | | Madrid Perez, J. G. et al. (2018). Towards AutoML in the presence of Drift [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai201812039 |
| 30 | Essence-Based Clustering: A Multi-Strategic and Highly-Customizable Clustering Approach Knowledge Representation and Reasoning Poster | Kevin Christian Rodríguez-Siu, Dennis Barrios-Aranibar, Raquel E. Patiño-Escarcina | | Rodríguez-Siu, K. C. et al. (2018). Essence-Based Clustering: A Multi-Strategic and Highly-Customizable Clustering Approach [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Kevin_Rodriguez-Siu.pdf |
| 31 | Information Theoretic Generative Modeling Machine Learning Methods Poster | Luis A. Lastras | | Lastras, L. A. (2018). Information Theoretic Generative Modeling [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai2018120310 |
| 32 | A Hierarchical Layered Graph Approach for Multi-Label Segmentation in 2D Medical Images Vision Poster | Leissi Margarita Castaneda Leon | | Castaneda Leon, L. M. (2018). A Hierarchical Layered Graph Approach for Multi-Label Segmentation in 2D Medical Images [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Leissi_Castaneda.pdf |
| 33 | Towards Quantifying Sampling Bias in Network Inference FAT Poster | Lisette Elizabeth Espín Noboa, Claudia Wagner, Fariba Karimi, Kristina Lerman | | Espín Noboa, L. E. et al. (2018). Towards Quantifying Sampling Bias in Network Inference [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Lisette_Espin.pdf |
| 34 | System to Monitor Vehicles in Apartment’s Garage by Small Autonomous Car using Deep Learning and Beacons Machine Learning Applications Poster | Leonardo Cayo Leon Vera, Felipe Moreno Vera, Renato Castro Cruz, Jose Navio Torres, Marco Capcha Mansilla | | Leon Vera, L. C. et al. (2018). System to Monitor Vehicles in Apartment’s Garage by Small Autonomous Car using Deep Learning and Beacons [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Leonardo_Leon.pdf |
| 36 | Predicting Future User Activities with Constrained Non-Linear Models Machine Learning Methods Poster | Mariano Phielipp, Branislav Kveton | | Phielipp, M. et al. (2018). Predicting Future User Activities with Constrained Non-Linear Models [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai2018120311 |
| 39 | A Novel Post-Editing Algorithm to Optimize Amharic Speech Recognition for Speech Translation Natural Language Processing Poster | Michael Melese Woldeyohannis, Million Meshesha | | Melese Woldeyohannis, M. et al. (2018). A Novel Post-Editing Algorithm to Optimize Amharic Speech Recognition for Speech Translation [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Michael_Melese.pdf |
| 40 | Image Retrieval with Mixed Initiative and Multimodal Feedback Vision Poster | Nils Murrugarra-Llerena, Adriana Kovashka | | Murrugarra-Llerena, N. et al. (2018). Image Retrieval with Mixed Initiative and Multimodal Feedback [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Nils_Murrugarra.pdf |
| 41 | Learning a Non-linear Mapping for Low-resource Bilingual Lexicon Extraction Natural Language Processing Poster | José Luis Olivares Castillo, Ximena Gutiérrez-Vasques | | Olivares Castillo, J. L. et al. (2018). Learning a Non-linear Mapping for Low-resource Bilingual Lexicon Extraction [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Jose_Olivares.pdf |
| 42 | Skill Reuse in Partially Observable Multiagent Environments Robotics Poster | Pablo Francisco Hernandez Leal, Bilal Kartal, Matthew E. Taylor Edmonton | | Hernandez Leal, P. F. et al. (2018). Skill Reuse in Partially Observable Multiagent Environments [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Pablo_Hernandez.pdf |
| 45 | Automatic Textual Patent Similarity from the Search Report at the European Patent Office Machine Learning Applications Poster | Pablo Fonseca, Isaac Yrigoyen, Jacques Wainer | | Fonseca, P. et al. (2018). Automatic Textual Patent Similarity from the Search Report at the European Patent Office [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Pablo_Fonseca.pdf |
| 46 | Exploring Transfer Learning for Self-driving Car Dataset Machine Learning Applications Poster | Paula Kintschev Santana de Moraes | | Santana de Moraes, P. K. (2018). Exploring Transfer Learning for Self-driving Car Dataset [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai2018120312 |
| 48 | Monte Carlo Methods on High Dimensional Data Machine Learning Methods Poster | Rel Guzman Apaza | | Guzman Apaza, R. (2018). Monte Carlo Methods on High Dimensional Data [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai2018120314 |
| 49 | A State Transition Model for Mobile Notifications via Survival Analysis Machine Learning Applications Poster | Romer Rosales, Yiping Yuan, Jing Zhang, Shaunak Chatterjee, Shipeng Yu | | Rosales, R. (2018). A State Transition Model for Mobile Notifications via Survival Analysis [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Romer_Rosales_1.pdf |
| 50 | Models for Content Creation and Active Communities Machine Learning Applications Poster | Romer Rosales, Iris Tu, Shaunak Chatterjee | | Rosales, R. (2018). Models for Content Creation and Active Communities [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Romer_Rosales_2.pdf |
| 56 | Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification Machine Learning Applications Poster | Verónica Vilaplana, Marc Combalia | | Vilaplana, V. et al. (2018). Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai2018120325 |
| 57 | A Set of Tools to Build Complex Continuous Control Tasks for Deep Reinforcement Learning Robotics Poster | Wilbert Santos Pumacay Huallpa | | Pumacay Huallpa, W. S. (2018). A Set of Tools to Build Complex Continuous Control Tasks for Deep Reinforcement Learning [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Wilbert_Pumacay.pdf |
| 58 | REDI: A Linked Data-powered Research Networking Platform Machine Learning Applications Poster | Xavier Sumba, José Segarra, José Ortiz, Boris Villazón-Terrazas, Mauricio Espinoza, and Víctor Saquicela | | Sumba, X. et al. (2018). REDI: A Linked Data-powered Research Networking Platform [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai2018120318 |
| 59 | Low-resource Bilingual Lexicon Extraction Using Graph Based Word Embeddings Natural Language Processing Poster | Ximena Gutierrez-Vasques, Victor Mijangos | | Gutierrez-Vasques, X. et al. (2018). Low-resource Bilingual Lexicon Extraction Using Graph Based Word Embeddings [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://doi.org/10.52591/lxai2018120323 |
| 10 | Joint Analysis of Clinical Records and Genetic Data Using CP Tensor Decomposition Machine Learning Applications Poster | Diana Mabel Diaz Herrera, Alex Kotov, Aliccia Bollig-Fischer | | Diaz Herrera, D. M. et al. (2018). Joint Analysis of Clinical Records and Genetic Data Using CP Tensor Decomposition [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. -- |
| 20 | Neurosign: Experiments on Neural Gloss Translation Natural Language Processing Poster | Héctor Ricardo Murrieta Bello, Iván Vladimir Meza Ruiz | | Murrieta Bello, H. R. et al. (2018). Neurosign: Experiments on Neural Gloss Translation [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. -- |
| 25 | Exploring Word Embeddings and Deep Learning for Spanish Twitter Sentiment Analysis Natural Language Processing Poster | Jose Eduardo Ochoa Luna, Disreali Ari | | Ochoa Luna, J. E. et al. (2018). Exploring Word Embeddings and Deep Learning for Spanish Twitter Sentiment Analysis [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. -- |
| 29 | Air pollution exposure influence in leukaemia subtype classification Machine Learning Applications Poster | Karol Baca-Lopez, Cristóbal Fresno, Miguel Ángel Camacho-López, Miriam Verónica Flores-Merino, Jesús Espinal-Enríquez, Juan Manuel Mejía-Aranguré, Enrique Hernández-Lemus | | Baca-Lopez, K. et al. (2018). Air pollution exposure influence in leukaemia subtype classification [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. -- |
| 35 | Meta-Screener: A new meta-learning algorithm to learn quickly of few-shot samples Machine Learning Methods Poster | Marcell Llerena Paricahua, Efraín Tito Mayhua Lopez, José Eduardo Ochoa Luna | | Llerena Paricahua, M. et al. (2018). Meta-Screener: A new meta-learning algorithm to learn quickly of few-shot samples [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. -- |
| 52 | Unsupervised Feature Learning Applied to Wind Turbine Drivetrain Bearings Machine Learning Applications Poster | Sergio Martin del Campo Barraza, Fredrik Sandin, Daniel Strömbergsson | | Del Campo Barraza, S. M. et al. (2018). Unsupervised Feature Learning Applied to Wind Turbine Drivetrain Bearings [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. -- |